Text Humanizer Pack

★Trustedv1.0.0MIT✔Verified88

by AgentNode · published 22 days ago · toolpack

Rewrite AI-generated text to sound more natural and human.

Transforms robotic AI-generated text into natural, human-sounding prose. Adjusts tone, varies sentence structure, and removes common AI patterns.

langchaincrewaigeneric

Quick Start

bash

agentnode install text-humanizer-pack

Usage

From package

python

from text_humanizer_pack.tool import run

result = run(
    text="Artificial intelligence has fundamentally transformed the landscape of "
         "software development. It is imperative that developers understand the "
         "implications of these technological advancements. The integration of "
         "AI-powered tools into development workflows has resulted in significant "
         "improvements in productivity and code quality.",
    tone="conversational",
    preserve_meaning=True
)

print(result["humanized_text"])
# "AI has completely changed how we build software — and honestly, if you're
#  a developer, it's worth paying attention. Since we started weaving AI tools
#  into our daily workflow, we've seen real gains in how fast we ship and how
#  clean the code looks."

print(f"Readability score: {result['readability_score']}")
print(f"AI detection score: {result['ai_detection_before']} → {result['ai_detection_after']}")

Verification

high confidence88/100✔ Verified

smokeReturned valid result

+25/25

testsAuto-generated tests only

+8/15

importAll tools imported successfully

+15/15

installInstalled in 1.5s

+15/15

contractAll contract checks passed

+10/10

warningsNo warnings

0/0

determinismOutput consistency check

+5/5

reliability3/3 runs passed

+10/10

Package installs and imports correctly. runtime checks passed.

✔install1.5s

✔import73ms

✔smoke137ms

✔tests1.1s

This package was executed and validated by AgentNode before listing. Install, import, and runtime checks passed.

Python 3.12.3ffmpegpopplertesseractuv

Last verified 18d ago· Runner v2.0.0

Use this when you need to...

›Rewrite AI-drafted blog posts to match a casual, conversational tone
›Humanize product descriptions to feel less robotic and more engaging
›Adjust academic writing to sound natural while preserving citations
›Convert formal AI-generated emails into friendly, personable messages
›Polish chatbot responses to sound like a real support representative

README

Text Humanizer Pack

Rewrite AI-generated text to sound more natural and human. Adjusts tone, varies sentence structure, adds natural transitions, and reduces the telltale patterns that make AI text feel robotic — while preserving the original meaning.

Quick Start

agentnode install text-humanizer-pack

from text_humanizer_pack.tool import run

result = run(
    text="It is important to note that the system performs optimally under standard conditions.",
    tone="conversational"
)
print(result["humanized_text"])
# "The system works best under normal conditions — nothing surprising there."

Usage

Conversational Rewrite

result = run(
    text="The implementation of this feature will significantly enhance user experience.",
    tone="conversational"
)

Formal but Natural

result = run(
    text="Our solution leverages cutting-edge AI to deliver unprecedented value.",
    tone="professional",
    avoid_buzzwords=True
)

Preserve Technical Accuracy

result = run(
    text="The O(n log n) sorting algorithm demonstrates superior performance characteristics.",
    tone="casual",
    preserve_meaning=True,
    preserve_technical_terms=True
)

API Reference

Parameter	Type	Description
`text`	str	The text to humanize
`tone`	str	`"conversational"`, `"friendly"`, `"professional"`, `"casual"`
`context`	str	Optional context about the audience or purpose
`preserve_meaning`	bool	Strictly maintain factual content (default: true)
`preserve_technical_terms`	bool	Keep domain-specific terminology intact
`avoid_buzzwords`	bool	Strip out marketing jargon and filler phrases

Returns: humanized_text, readability_score, ai_detection_before, ai_detection_after, original_tone, output_tone

License

MIT

Version History

v1.0.0latestverified

3/16/2026

Capabilities

text_humanizationhumanize_texttool

Permissions

This package declares the following access levels. Review before installing.

Networknone

Filesystemnone

Code Executionnone

Data Accessinput_only

User Approvalnever

bash

agentnode install text-humanizer-pack

Files (3)

License

MIT

Stats

Downloads0

Installs0

Versionv1.0.0

Published3/16/2026

Channelstable

Typetoolpack

Entrypointtext_humanizer_pack.tool

Compatibility

Frameworks

langchaincrewaigeneric

Runtime

python

Python Version

>=3.10

Trust & Security

Publisher★Trusted

SignatureNone

ProvenanceNone

Security Issues0

Publisher

AgentNode

@agentnode

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